A simulation-trained parallel partial Gaussian process model predicts tracer mean-squared displacements from area fraction, particle size, and polydispersity, and captures motion of internalized tracers in cells.
Wirtz, Particle-tracking microrheology of living cells: principles and applications.Annual Review of Biophysics38(1), 301–326 (2009)
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A framework for modeling and inferring tracer diffusion in crowded environments
A simulation-trained parallel partial Gaussian process model predicts tracer mean-squared displacements from area fraction, particle size, and polydispersity, and captures motion of internalized tracers in cells.